chore: sync and clean workspace

Makefile

@@ -0,0 +1,34 @@
+.PHONY: help train fuse test serve clean
+
+MODEL_NAME = zen-coder-flash
+BASE_MODEL = lmstudio-community/GLM-4.7-Flash-MLX-6bit
+HF_REPO = zenlm/$(MODEL_NAME)
+OUTPUT_DIR = training/output
+ADAPTER_DIR = $(OUTPUT_DIR)/mlx-adapters
+FUSED_DIR = $(OUTPUT_DIR)/zen-coder-flash-mlx
+
+help:
+	@echo "Zen Coder Flash - Fast Coding Model (GLM-4.7-Flash)"
+	@echo "===================================================="
+	@echo "  make train   LoRA fine-tune on MLX"
+	@echo "  make fuse    Fuse LoRA adapters"
+	@echo "  make test    Test model"
+	@echo "  make serve   Start MLX server (port 3690)"
+	@echo "  make clean   Clean artifacts"
+
+train:
+	python training/train_mlx.py train
+
+fuse:
+	python training/train_mlx.py fuse
+
+test:
+	python training/train_mlx.py test
+
+serve:
+	python -m mlx_lm.server --model $(BASE_MODEL) --port 3690
+
+clean:
+	rm -rf $(OUTPUT_DIR)
+
+.DEFAULT_GOAL := help

training/train_mlx.py

@@ -12,7 +12,7 @@ import json
 import subprocess
 from pathlib import Path
 
-BASE_MODEL = "lmstudio-community/GLM-4.7-Flash-MLX-8bit"
+BASE_MODEL = "lmstudio-community/GLM-4.7-Flash-MLX-6bit"
 SCRIPT_DIR = Path(__file__).parent
 OUTPUT_DIR = SCRIPT_DIR / "output" / "mlx-adapters"
 DATA_DIR = SCRIPT_DIR / "data"